FlyGPT / full-cns /config.json
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Whole fly nervous system: 160,514 neurons, 10.4M trainable synapses, best val 1.5957
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{
"model_type": "flygpt",
"architectures": [
"FlyGPTForCausalLM"
],
"auto_map": {
"AutoConfig": "configuration_flygpt.FlyGPTConfig",
"AutoModelForCausalLM": "modeling_flygpt.FlyGPTForCausalLM"
},
"vocab_size": 65,
"num_neurons": 160514,
"num_edges": 10402842,
"embedding_dim": 32,
"num_input_neurons": 2048,
"num_output_neurons": 4096,
"microsteps": 2,
"activation": "tanh",
"learned_leak": true,
"leak_init": 0.5,
"degree_normalization": true,
"init_scale": 0.65,
"dtype": "bfloat16",
"training_steps": 16700,
"graph": {
"graph_name": "cns_full",
"condition": "real",
"control_seed": 1,
"source": "malecns-v1.0",
"region_filter": "whole_cns",
"min_synapses": 3,
"hash": "d53f26f9bf6f7b8c9944e28fdd4721d2c0a237e7534f9160977c70e6c81ac6c2"
},
"training_state": {
"status": "trained",
"condition": "real",
"seed": 1,
"step": 15375,
"val_loss": 1.5957297205924987,
"checkpoint": "checkpoints/flygpt-v0-fullcns/cns_full/real_seed1.pt",
"project": "flygpt-v0-fullcns"
}
}